• Title/Summary/Keyword: Capturing Application

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Robust nonlinear PLS based on neural networks (신경회로망에 근거한 강건한 비선형 PLS)

  • Yoo, Jun;Hong, Sun-Joo;Han, Jong-Hun;Jang, Geun-Soo
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.1553-1556
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    • 1997
  • In the paper, we porpose a new mehtod of extending PLS(Partial Least Squares) regressiion method to nonlinear framework and apply it to the estimation of product compositions in high-purity distillation column. There have veen similar efforets to overcome drawbacks of PLS by using nonlinear-mapping ability of meural networks, however, they failed to show great improvement over PLS since they focused only in capturing nonlinear functional relationship between input data, not on nonlinear correlation inthe data set. By incorporating the structure of Robust Auto Associative Networks(RAAN) into that of previous nonlinear PLS, we can handle nonlinear correlation as well as nonlinear functional relationship. The application result shows that the proposed method performs better than previous ones even for nonlinearities caused by changing operating conditions, limited observations, and existence of meas-unrement noises.

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A hybrid numerical flux for supersonic flows with application to rocket nozzles

  • Ferrero, Andrea;D'Ambrosio, Domenic
    • Advances in aircraft and spacecraft science
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    • v.7 no.5
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    • pp.387-404
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    • 2020
  • The numerical simulation of shock waves in supersonic flows is challenging because of several instabilities which can affect the solution. Among them, the carbuncle phenomenon can introduce nonphysical perturbations in captured shock waves. In the present work, a hybrid numerical flux is proposed for the evaluation of the convective fluxes that avoids carbuncle and keeps high-accuracy on shocks and boundary layers. In particular, the proposed flux is a combination between an upwind approximate Riemann problem solver and the Local Lax-Friedrichs scheme. A simple strategy to mix the two fluxes is proposed and tested in the framework of a discontinuous Galerkin discretisation. The approach is investigated on the subsonic flow in a channel, on the supersonic flow around a cylinder, on the supersonic flow on a flat plate and on the flow in a overexpanded rocket nozzle.

Simple fabrication route for vertically-aligned CZTS nanorod arrays for photoelectrochemical application based on AAO template

  • Kim, Ji-Min;Yang, U-Seok;O, Yun-Jeong;Mun, Ju-Ho
    • Proceedings of the Korean Vacuum Society Conference
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    • 2016.02a
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    • pp.402.2-402.2
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    • 2016
  • In photoelectrochemical (PEC) water splitting, Cu2ZnSnS4 (CZTS) compound has attracted intense attention as a photocathode due to not only large optical absorption coefficient, but also earth-abundance of constituent elements and suitable band alignment. With rapid development of nanotechnology, one-dimensional nanostructures of CZTS have been investigated as a potential form to achieve high efficiency because the nanostructures are expected to be capable of capturing more light and enhancing charge separation and transport. Here, we report a well-controlled fabrication route for vertically-aligned CZTS nanorod arrays on anodic aluminium oxide (AAO) template via simple sol-gel process followed by deposition of ZnS or CdS buffer layers on the CZTS nanorod to enhance charge separation. The structure, morphology, composition, optical absorption, and PEC properties of the resulting CZTS nanorod samples were characterized using X-ray diffraction, Raman spectroscopy, transmission electron microscopy, energy dispersive X-ray spectrometry, scanning electron microscopy, and UV-vis spectroscopy.

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Forecasting the Evolution of Innovation Considering Consumers' Choice : An Application of Home-Networking Market in Korea (소비자 선택을 고려한 신기술 혁신의 확산 예측: 한국의 홈네트워킹 시장을 대상으로)

  • Lee, Cheol-Yong;Lee, Jeong-Dong;Kim, Yeon-Bae
    • Journal of Technology Innovation
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    • v.13 no.1
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    • pp.1-24
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    • 2005
  • This paper applies a prelaunch forecasting model to the Home-Networking (HN) market of South Korea. The HN market of Korea is categorized into two distinctive markets. One HN market consists of new apartments in which builders install HN and the other HN market consists of existing houses in which residents purchase HN Among these markets, this paper focuses on existing houses as capturing consumers' choice. To forecast sales of HN for existing houses, we use a conjoint model based on our survey data of consumer preferences. By incorporating various indicators of HN technologies into our conjoint model, we also forecast diffusion of HN system embodied in PLC or Wireless Lan. We call this model Choice-Based Diffusion Model. In addition, based on the simulation experiments, we also identify important factors that affect the demands of HN system.

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The Study on Application of NOSS in Korea (한국에서의 NOSS적용에 관한 연구)

  • Choi, Youn-Chul
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.18 no.2
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    • pp.60-66
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    • 2010
  • Normal Operations Safety Survey (NOSS), a methodology for capturing safety data during normal Air Traffic Control (ATC) operations. The NOSS methodology is based on the Threat and Error Management (TEM) framework, and is a safety management tool to monitor safety during normal aviation operations. Monitoring safety in normal operations is an essential activity within the safety management systems of Air Traffic Services (ATS) providing organizations, and NOSS is proposed as a suitable way to do this. This study, operating in the latter half of the year of 2010 in South Korea on NOSS was the understanding and to apply.

Engineering Applications of Jet Impingement Associated with Vertical Launching System Design

  • Hong, Seung-Kyu;Lee, Kwang-Seop
    • International Journal of Aeronautical and Space Sciences
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    • v.3 no.2
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    • pp.67-75
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    • 2002
  • In the course of missile system design, jet plume impingement is encountered in designing airframe as well as launchers, requiring careful investigation of its effect on the system. In the present paper, recent works on such topic are presented to demonstrate usefulness of CFD results in helping design the hardware. The jet impinging flow structure exhibits such complex nature as shock shell, plate shock and Mach disk depending on the flow parameters. The main parameters are the ratio of the jet pressure to the ambient pressure and the distance between the nozzle and the wall. In the current application, the nozzle contour and the pressure ratio are held fixed, but the jet impinging distance is varied to illuminate the characteristics of the jet plume with the distance. The same methodology is then applied to a complex vertical launcher system (VLS), capturing its flow structure and major design parameter. These applications involving jets are thus hoped to demonstrate the usefulness and value of CFD in designing a complex structure in the real engineering environment.

Electromechanical analysis of 2-2 cement-based piezoelectric transducers in series electrically

  • Wang, Jianjun;Shi, Zhifei
    • Smart Structures and Systems
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    • v.14 no.3
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    • pp.267-284
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    • 2014
  • This paper aims to present the analytical solutions of 2-2 cement based piezoelectric transducers in series electrically based on the theory of piezo-elastic dynamics. The solutions of two different kinds of 2-2 cement based piezoelectric transducers under external harmonic load are obtained by using the displacement method. The effects of electrical connection of piezoelectric layers, loading frequency, thickness and distance of piezoelectric layers on the characteristics of the transducers are discussed. Comparisons with other related experimental investigations are also given, and good agreement is found. The proposed 2-2 cement based piezoelectric transducers have a great potential application in monitoring structural health in civil engineering and capturing mechanical energy or monitoring train-running safety in railway system and traffic safety in road system.

View Point Tracking for Parallax Barrier Display Using a Low Cost 3D Imager

  • Wi, Sung-Min;Kim, Dong-Wook
    • Journal of the Korea Computer Industry Society
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    • v.9 no.3
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    • pp.105-114
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    • 2008
  • We present an eye tracking system using a low cost 3D CMOS imager for 3D displays that ensures a correct auto stereoscopic view of position- dependent stereoscopic 3D images. The tracker is capable of segmenting the foreground objects (viewer) from background objects using their relative distance from the camera. The tracker is a novel 3D CMOS Image Sensor based on Time of Flight (TOF) principle using innovating photon gating techniques. The basic feature incorporates real time depth imaging by capturing the shape of a light-pulse front as it is reflected from a three dimensional object. The basic architecture and main building blocks of a real time depth CMOS pixel are described. For this application, we use a stereoscopic type of display using parallax barrier elements that is described as well.

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Operating System Design of Multi Beam Control System with Miniaturized Electron Beam Columns (초소형 전자빔을 이용한 멀티 전자빔 운영 시스템 설계)

  • Lim, Sun Jong;Kim, Ho Seob
    • Laser Solutions
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    • v.18 no.4
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    • pp.12-16
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    • 2015
  • The research on multi electron beam systems is being carried out by various methods. We are studying multi electron beam system using miniaturized electron beam columns. The column consists of electrostatic lenses, electrostatic deflector and tip emitter. Our operating system controls 4 column array, captures images of each column and maintains the instrument. We present the usefulness of our operating system for multi columns by capturing images of each column.

Magnetic Wireless Motion Capturing System and its Application for Jaw Tracking System and 3D Computer Input Device

  • Yabukami, S.;Arai, K.;Arai, K.I.;Tsuji, S.
    • Journal of Magnetics
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    • v.8 no.1
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    • pp.70-73
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    • 2003
  • We have developed a new tracking system of jaw movement. The system consists of two permanent NdFeB magnets and 32 elements of two-axial fluxgate sensor array, The two magnets are attached to head portion and front tooth. This system does not need any attachments of the head portion or mouth such as clutch or magnetic field sensor except magnets. The proposed system is applicable for five degree of freedom. Position accuracy within 2]m was achieved. We developed a 3D computer input device by using the above mentioned technique.